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Metin Sitti

34 accepted papers

2026

Evolutionary Automatic Guidance Scheme for Magnetic Nanoparticles in High-Flow Vascular Models Using a Uniform Magnetic Force Field

ICRA 2026poster

Magnetic nanoparticle (MNP) guidance has attracted considerable attention for biomedical applications, such as targeted drug delivery and minimally invasive therapy. However, precise navigation in vivo remains challenging, particularly in high-flow vascular environments, where drag forces dominate p…

Cited by 0Scholar
2023

MRI-powered Magnetic Miniature Capsule Robot with HIFU-controlled On-demand Drug Delivery

ICRA 2023poster

Magnetic resonance imaging (MRI)-guided robotic systems offer great potential for new minimally invasive medical tools, including MRI-powered miniature robots. By re-purposing the imaging hardware of an MRI scanner, the magnetic miniature robot could be navigated into the remote part of the patient'…

Cited by 4SourceScholar
2022

Control and Transport of Passive Particles Using Self-Organized Spinning Micro-Disks

RA-L 2022

Traditional robotic systems have proven to be instrumental in object manipulation tasks for automated manufacturing processes. Object manipulation in such cases typically involves transport, pick-and-place and assembly of objects using automated conveyors and robotic arms. However, the forces at mic

Cited by 10SourceScholar
2022

Design and Development of a Lorentz Force-Based MRI-Driven Neuroendoscope

IROS 2022poster

The introduction of neuroendoscopy, microneu- rosurgery, neuronavigation, and intraoperative imaging for surgical operations has made significant improvements over other traditionally invasive surgical techniques. The integration of magnetic resonance imaging (MRI)-driven surgical devices with intra…

Cited by 4SourceScholar
2021

Design, Actuation, and Control of an MRI-Powered Untethered Robot for Wireless Capsule Endoscopy

RA-L 2021

Magnetic resonance imaging (MRI)-powered magnetic robotics aims to convert clinical MR scanners into a remote robotic manipulation platform to provide an alternative approach for interventional MRI procedures. The presence of the main magnetic field ( <b xmlns:mml="http://www.w3.org/1998/Math/MathML

Cited by 20SourceScholar
2020

A Realistic Simulation Environment for MRI-Based Robust Control of Untethered Magnetic Robots With Intra-Operational Imaging

RA-L 2020

Dual-use of magnetic resonance imaging (MRI) devices for robot tracking and actuation has transformed them into potential medical robotics platforms for targeted therapies and minimally invasive surgeries. In this letter, we present the dynamic simulations of an MRI-based tracking and actuation sche

Cited by 11SourceScholar
2020

Learning of Sub-optimal Gait Controllers for Magnetic Walking Soft Millirobots

RSS 2020poster

Untethered small-scale soft robots have promising applications in minimally invasive surgery, targeted drug delivery, and bioengineering applications as they can access confined spaces in the human body. However, due to highly nonlinear soft continuum deformation kinematics, inherent variability dur…

Cited by 20SourcePDFScholar
2020

Towards 5-DoF Control of an Untethered Magnetic Millirobot via MRI Gradient Coils

ICRA 2020poster

Electromagnetic field gradients generated by magnetic resonance imaging (MRI) devices pave the way to power untethered magnetic robots remotely. This innovative use of MRI devices allows exerting magnetic pulling forces on untethered magnetic robots, which could be used for navigation, diagnosis, dr…

Cited by 18SourceScholar
2019

A Magnetically-Actuated Untethered Jellyfish-Inspired Soft Milliswimmer

RSS 2019poster

Untethered small-scale soft robots can potentially be used in healthcare and biomedical applications. They can access small spaces and reshape their bodies in a programmable manner to adapt to unstructured environments and have diverse dynamic behaviors. However, the functionalities of current minia…

Cited by 28SourcePDFScholar
2019

Learning to Navigate Endoscopic Capsule Robots

RA-L 2019

Deep reinforcement learning (DRL) techniques have been successful in several domains, such as physical simulations, computer games, and simulated robotic tasks, yet the transfer of these successful learning concepts from simulations into the real world scenarios remains still a challenge. In this le

Cited by 28SourceScholar
2018

Collectives of Spinning Mobile Microrobots for Navigation and Object Manipulation at the Air-Water Interface

IROS 2018poster

We use multiple spinning micro-rafts at the air-water interface as mobile microrobot collectives and present here their collective behaviors, including navigating around anchored obstacles, and trapping and transporting floating objects. The 3D-printed micro-rafts are circular disKS of 100 μm in dia…

Cited by 11SourceScholar
2018

Endo-VMFuseNet: A Deep Visual-Magnetic Sensor Fusion Approach for Endoscopic Capsule Robots

ICRA 2018poster

In the last decade, researchers and medical device companies have made major advances towards transforming passive capsule endoscopes into active medical robots. One of the major challenges is to endow capsule robots with accurate perception of the environment inside the human body, which will provi…

Cited by 8SourceScholar
2018

EndoSensorFusion: Particle Filtering-Based Multi-Sensory Data Fusion with Switching State-Space Model for Endoscopic Capsule Robots

ICRA 2018poster

A reliable, real time, multi-sensor fusion functionality is crucial for localization of actively controlled capsule endoscopy robots, which are an emerging, minimally invasive diagnostic and therapeutic technology for the gastrointestinal (GI) tract. In this study, we propose a novel multi-sensor fu…

Cited by 29SourceScholar
2018

Enhanced Non-Steady Gliding Performance of the MultiMo-Bat through Optimal Airfoil Configuration and Control Strategy

IROS 2018poster

Many robots make use of gravitational potential energy, generated by another mode, to enhance mobility through gliding locomotion. However, unstructured environments can create situations in which the initial conditions for steady-state gliding cannot be achieved; for example, jumping out of a hole,…

Cited by 1SourceScholar
2018

Independent Actuation of Two-Tailed Microrobots

RA-L 2018

A soft two-tailed microrobot in low Reynolds number fluids does not achieve forward locomotion by identical tails regardless to its wiggling frequency. If the tails are nonidentical, zero forward locomotion is also observed at specific oscillation frequencies (which we refer to as the reversal frequ

Cited by 42SourceScholar
2018

Magnetic- Visual Sensor Fusion-based Dense 3D Reconstruction and Localization for Endoscopic Capsule Robots

IROS 2018poster

Reliable and real-time 3D reconstruction and localization functionality is a crucial prerequisite for the navigation of actively controlled capsule endoscopic robots as an emerging, minimally invasive diagnostic and therapeutic technology for use in the gastrointestinal (GI) tract. In this study, we…

Cited by 28SourceScholar
2018

Mechanical Rubbing of Blood Clots Using Helical Robots Under Ultrasound Guidance

RA-L 2018

A simple way to mitigate the potential negative side-effects associated with chemical lysis of a blood clot is to tear its fibrin network via mechanical rubbing using a helical robot. Here, we achieve mechanical rubbing of blood clots under ultrasound guidance and using external magnetic actuation.

Cited by 61SourceScholar
2018

Unsupervised Odometry and Depth Learning for Endoscopic Capsule Robots

IROS 2018poster

In the last decade, many medical companies and research groups have tried to convert passive capsule endoscopes as an emerging and minimally invasive diagnostic technology into actively steerable endoscopic capsule robots which will provide more intuitive disease detection, targeted drug delivery an…

Cited by 64SourceScholar
2017

Design and actuation of a magnetic millirobot under a constant unidirectional magnetic field

ICRA 2017poster

Magnetic untethered millirobots, which are actuated and controlled by remote magnetic fields, have been proposed for medical applications due to their ability to safely pass through tissues at long ranges. For example, magnetic resonance imaging (MRI) systems with a 3-7 T constant unidirectional mag…

Cited by 11SourceScholar
2017

Magnetically actuated soft capsule endoscope for fine-needle aspiration biopsy

ICRA 2017poster

This paper presents a magnetically actuated soft capsule endoscope for fine-needle aspiration biopsy (B-MASCE) in the upper gastrointestinal tract. A thin and hollow needle is attached to the capsule, which can penetrate deeply into tissues to obtain subsurface biopsy sample. The design utilizes a s…

Cited by 81SourceScholar
2017

Near-surface effects on the controlled motion of magnetotactic bacteria

ICRA 2017poster

Magnetotactic bacteria have the potential to controllably reach stagnant fluids inside the human body and achieve targeted drug delivery. In this application, motion of the magnetotactic bacteria is influenced by the near-surface effects such as the background flows and surface interactions. Here, w…

Cited by 13SourceScholar
2017

Planning spin-walking locomotion for automatic grasping of microobjects by an untethered magnetic microgripper

ICRA 2017poster

Most demonstrated mobile microrobot tasks so far have been achieved via pick-and-placing and dynamic trapping with teleoperation or simple path following algorithms. In our previous work, an untethered magnetic microgripper has been developed which has advanced functions, such as gripping objects. B…

Cited by 16SourceScholar
2017

Rubbing Against Blood Clots Using Helical Robots: Modeling and In Vitro Experimental Validation

RA-L 2017

The risk of side effects from thrombolytic agents can be minimized by using smaller doses, assisted by mechanical rubbing against blood clots using helical robots. Quantifying this observation, we study the influence of rubbing against clots on their removal rate in vitro. First, we present a hydrod

Cited by 64SourceScholar
2017

Scalable pneumatic and tendon driven robotic joint inspired by jumping spiders

ICRA 2017poster

Fluidic actuators allow versatile, agile, and powerful motions and are commonly applied in robotics and automation. Likewise, many biological systems use fluidic actuators implemented with tissue for a wealth of tasks and performances. Spiders for example apply a hybrid mechanism of hydraulically ac…

Cited by 28SourceScholar
2017

Swimming in low reynolds numbers using planar and helical flagellar waves

IROS 2017poster

In travelling towards the oviducts, sperm cells undergo transitions between planar to helical flagellar propulsion by a beating tail based on the viscosity of the environment. In this work, we aim to model and mimic this behaviour in low Reynolds number fluids using externally actuated soft robotic…

Cited by 5SourceScholar
2016

Sperm-shaped magnetic microrobots: Fabrication using electrospinning, modeling, and characterization

ICRA 2016

We use electrospinning to fabricate sperm-shaped magnetic microrobots with a range of diameters from 50 μm to 500 μm. The variables of the electrospinning operation (voltage, concentration of the solution, dynamic viscosity, and distance between the syringe needle and collector) to achieve beading e

Cited by 28SourceScholar
2015

Platform design and tethered flight of a motor-driven flapping-wing system

ICRA 2015poster

In this work, we examine two design modifications to a tethered motor-driven flapping-wing system. Previously, we had demonstrated a simple mechanism utilizing a linear transmission for resonant operation and direct drive of the wing flapping angle for control. The initial two-wing system had a weig…

Cited by 33SourceScholar